MANAGEMENT AND EVALUATION OF EFFICIENCY OF USING THE PRODUCTION POTENTIAL OF A CONSTRUCTION ORGANISATION IN AN UNSTABLE ECONOMIC ENVIRONMENT by R. T. Ismailov, A. G. Magomedov

“…Methods for balancing production factors introduced into  the production process and estimating the efficiency of loading the  production potential elements in production processes are proposed.Conclusion. …”
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THE SOLUTION OF MULTIEXTREME PROBLEMS BY THE SWARM SHARING METHOD by Rudolf A. NEYDORF, Anna A. DEREVYANKINA

“…The efficiency of the  modified particle swarm method for such tasks is shown.…”
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Role of ELT and Life Skills in Developing Employability Skills through Integrating Self Determination and Experiential Learning by Dev Brat Gupta, Vinod Bhatt, Shreya Mathur, Jyoti Badge, Asmita Sharma

“…The article proposes insightful suggestions to educators and policy makers to put into practice efficient methods for incorporating experiential learning and self-determination theory into ELT and life skills curriculum. …”
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An improved GRU method for slope stress prediction by Lichun Bai, Ronghui Zhao, Sen Lin, Zishu Chai, Xuan Wang

“…The preliminary preprocessing of open pit mine slope stress data using VMD can provide high decomposition accuracy and can effectively extract localized features in the stress; The method introduces Dung Beetle Optimization (DBO) to determine the number of hidden neuron layers and the optimal learning rate for the GRU. …”
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An Efficient Algorithm for Finding a Threshold of Useful Signals in the Analysis of Magnetic and Eddy Current Defectograms by Egor V. Kuzmin, Oleg E. Gorbunov, Petr O. Plotnikov, Vadim A. Tyukin

“…To ensure traffic safety of railway transport, non-destructive testing of rails is regularly carried out by using various approaches and methods, including magnetic and eddy current flaw detection methods. …”
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Sustainable Biopolymer-Based Electrochemical Sensors for Trace Heavy Metal Determination in Water: A Comprehensive Review by Rabiaa Helim, Ali Zazoua, Hafsa Korri-Youssoufi

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Development of Adaptive Testing Method Based on Neurotechnologies by E. V. Chumakova, D. G. Korneev, M. S. Gasparian

“…However, it remains to answer the question of the need to improve the efficiency of an already implemented network, and, therefore, to conduct research on methods to improve the efficiency of networks, including finer tuning of parameters and learning algorithms, as well as architecture.A well-known and obvious drawback of using LSTMs is their exactingness in terms of equipment and resources, both during training (the training process takes a significant amount of time) and during startup, in our case, it is supplemented by increased requirements for the training sample and casts doubt on the advisability of further study of LSTM networks when solving this task.Conclusion. …”
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Information method for control of green glass production by R. I. Makarov, E. R. Khorosheva

“…The introduction of modern information technologies and digitalization has opened up opportunities for a significant increase in the efficiency of glass production. Accounting for the amount of drawn and cut glass allows you to evaluate an important indicator of the production work—the glass utilization rate, which determines the percentage of quality glass in the total output. …”
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Are Negative Weights in Combining Forecasts So Bad? by A. A. Surkov

“…In this paper, we consider the problem of negativity of weight coefficients when combining forecasts. Combining forecasts as a method has long ago proved itself in practice as a good way to improve forecast accuracy. …”
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Robust and Efficient Phase Estimation in Legged Robots via Signal Imaging and Deep Neural Networks by Kamyab Yazdipaz, Nooshin Kohli, Seyed Ali Golestaneh, Mohammad Shahbazi

“…This research highlights the efficiency, robustness, and adaptability of the proposed method, offering a reliable solution for phase estimation in diverse robotic platforms and environments.…”
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Running Efficiency and Muscle Activation Are Unaffected by Knee Taping Techniques During Acute Treadmill Running by Andrew R. Moore, Amador J. Landaverde, Andrew Craig-Jones

“…Background/Objectives: The purpose of this study was to determine the effects of various muscle taping applications on running efficiency. …”
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Determination of the Optimal Spraying Application Rate for Improving the Vegetative Growth of Maize Crop Using Knapsack sprayer by Majid H. Alheidary, Sadiq J. Muhsin, Anhar M. Alshummary

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Study of the Energy Efficiency of a Thermal Electrical Generator with a Hydraulic Heat Supply System by Oleg Ivanov

“…At this load value, the best energy conversion rates were also achieved, when the efficiency coefficient varied between 0.3 and 0.55%.…”
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Efficient Hybrid Deep Learning Model for Battery State of Health Estimation Using Transfer Learning by Jinling Ren, Misheng Cai, Dapai Shi

“…Achieving accurate battery state of health (SOH) estimation is crucial, but existing methods still face many challenges in terms of data quality, computational efficiency, and cross-scenario generalization capabilities. …”
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Energy, Efficiency and Sustainability: Carbon Footprint Reduction in Industry Through the Implementation of the Iso 50001 Standard by Miguel W. Bernabe, Gina R. Gonzales, Margarita J. Egúzquiza, Rosario Lopez, Roger O. Lujan, Lino R. Rodríguez

“…Case studies were conducted in various industries that have implemented ISO 50001. Quantitative methods were used to measure CO2 emission reductions and energy efficiency improvements. …”
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Efficient sampling strategies for assessing the prognostic value of a new biomarker at a temporal endpoint by Hani Samawi, Haresh Rochani

“…The study focuses on assessing the prognostic value of new biomarkers on a time-to-event parameter using a Cox-weighted model, where the inverse of empirical inclusion determines weights. A comprehensive simulation-based analysis underscores the efficacy of this sampling plan, revealing a more potent testing procedure and efficient estimation of hazard ratios compared to conventional methods such as simple random sampling (SRS) and other existing sampling schemes.…”
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Research on Energy-Efficient Building Design Using Target Function Optimization and Genetic Neural Networks by Youxiang Huan

“… OBJECTIVES: This research aims to provide data for decision-makers to achieve sustainability in building construction projects. METHODS: A multi-objective optimization method, using the non-sorting genetic algorithm (NSGA-II), assesses energy efficiency by determining optimal wall types, insulation thickness, and insulation type. …”
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Identification of the Parameters of the Szpica–Warakomski Method’s Rectilinear Trend Complementary to the Gaussian Characteristic Area Method in the Functional Evaluation of Gas In... by Dariusz Szpica, Jacek Hunicz, Andrzej Borawski, Grzegorz Mieczkowski, Paweł Woś, Bragadeshwaran Ashok

“…The qualitative evaluation yielded coefficients of determination of 95.01 and 94.07. The values of the trend parameters were strongly dependent on the design solution and model/type of injector. …”
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Adopting drone technology for blood delivery: a feasibility study to evaluate its efficiency and sustainability by Pammi Gauba, Anita Nangia, Shalini Bahadur, Sangeeta Pahuja, Shweta Dang, Rambha Pathak, Kiran Agarwal, Sunita Sharma, Deepti Ambalkar, Manoj Jha, Ranju Singh, Priyanka Virdi, Rakesh Gupta, Shambhavee Singh, Ravindra Pandey, Bhuvan Adhlakha, Pragati Agarwal, Kuldeep Nigam, Sumit Aggarwal

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Advanced Optimization in E-Commerce Logistics: Combining Matheuristics With Random Forests for Hub Location Efficiency by Kassem Danach, Abbas Rammal, Imad Moukadem, Hassan Harb, Abbass Nasser

“…The rapid growth of e-commerce has introduced significant challenges in optimizing logistics and distribution networks, particularly in determining hub locations to balance cost efficiency and service quality. …”
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